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GPU Clusters · Data Agents · Private Inference

Building AI for All — the foundation for the AI-driven future.

AI Weave Holding provides GPU clusters, data agent factories and private inference infrastructure — one platform from prototype to production scale. NVIDIA H200, B200 and B300 available now.

Explore GPU Fleet
10K
QPS Concurrency
99.9%
Serving Uptime
6
Modalities
~50%
Lower Cost
NVIDIA H200 NVIDIA B200 NVIDIA B300 Quantum-2 InfiniBand SOC 2 · HIPAA Ready Zero Data Retention
Our Mission
We're creating the foundation for the AI-driven future — ensuring the technology of tomorrow can propel our world forward. From GPU clusters to data agents, every layer is designed so that teams of any size can build, serve and scale AI.
One platform, three core services

Everything you need to build, serve, and secure AI.

From manufacturing training and evaluation data, to serving it at the right cost and latency, to keeping regulated workloads fully isolated.

Data Agent Factory

Fleets of data agents that generate, label, distill, and verify datasets for training and benchmarking — at production scale.

  • Synthetic data generation
  • Multi-agent orchestration
  • Automated labeling & QA
  • Versioned, exportable outputs
Learn more

Workload-Optimized Inference

One API to every workload — tuned per request. Latency-optimized for agents, throughput-optimized for batch.

  • One API, every workload
  • Per-workload routing profiles
  • Elastic autoscaling
  • Full observability
Learn more

Private Data Cluster

Dedicated, single-tenant clusters in your VPC or ours. Your data never leaves, with zero retention and full compliance.

  • Single-tenant isolation
  • Zero data retention
  • SOC 2 + HIPAA ready
  • Full compliance controls
Learn more
Agent Platform

AI agents that work across your data and tools.

Build production-grade agents that reason, retrieve, act and verify — running on dedicated GPU infrastructure with full control over data residency.

01 · Reasoning

Multi-Step Reasoning

Chain-of-thought, ReAct and tree-of-thought agents with deterministic replay for debugging and audits.

02 · Retrieval

RAG & Vector Search

Built-in retrieval pipelines with hybrid search, reranking and citation tracking for grounded answers.

03 · Tools

Tool Use & Code Execution

Function calling, sandboxed code execution and API orchestration with per-tool permission controls.

04 · Orchestration

Multi-Agent Workflows

Coordinate specialist agents through a supervisor pattern with shared memory and conflict resolution.

05 · Observability

Tracing & Evaluation

Every step traced, scored and versioned. Regression testing against golden datasets before every rollout.

06 · Security

Isolated Runtime

Agents run in single-tenant containers with no egress by default. Audit logs available for every action.

GPU Fleet

NVIDIA H200, B200 & B300 — available now.

Blackwell-architecture GPUs with Quantum-2 InfiniBand networking. Deployed from our global data centres, ready in under 60 minutes.

In Stock

NVIDIA H200

Hopper · 141GB HBM3e
Memory
141GB HBM3e
Bandwidth
4.8 TB/s
FP8
~4 PFLOPS
NVLink
900 GB/s
$4.30 / GPU-hour
In Stock

NVIDIA B200

Blackwell · 192GB HBM3e
Memory
192GB HBM3e
Bandwidth
8.0 TB/s
FP4
2× Hopper
Config
HGX / SXM
$7.50 / GPU-hour
In Stock

NVIDIA B300

Blackwell Ultra · 288GB HBM3e
Memory
288GB HBM3e
Bandwidth
8.2 TB/s
FP4
2× Hopper
Config
HGX / SXM
$9.50 / GPU-hour
How it works

From request to running in four steps.

Every deployment includes driver installation, benchmark validation and a handover session with an engineer.

STEP 01

Share your workload

Tell us your model size, framework, expected throughput and timeline.

STEP 02

Get a configuration

We recommend the optimal GPU mix, node count and network topology within 24 hours.

STEP 03

Deploy & validate

We provision the hardware, install drivers (CUDA / ROCm) and run benchmarks.

STEP 04

Scale anytime

Add GPUs, upgrade storage or convert hourly rentals to reserved capacity.

About Us

Built by infrastructure engineers, for AI teams.

AI Weave Holding operates the hardware, network and software layer — so you can focus on models, agents and products.

01 · Hardware

Latest Silicon in Stock

NVIDIA H200, B200 and B300 available now — not on a 6-month waitlist. New generations deployed as soon as they ship.

02 · Network

Quantum-2 InfiniBand

400 Gbps non-blocking fabric with NVIDIA NVLink for linear scaling across multi-node training clusters.

03 · Isolation

True Bare-Metal

Physical, single-tenant servers with full root access. Your workloads never share silicon with another tenant.

04 · Compliance

SOC 2 · HIPAA Ready

Zero data retention, DPA, NDA and audit logs available before deployment. Built for regulated industries.

05 · Support

Engineers, Not Scripts

24/7 access to engineers who know CUDA, ROCm, NCCL, distributed training and low-latency networking.

06 · Economics

Up to 50% Lower Cost

On-demand, reserved and spot pricing with automatic scaling. Pay for capacity you actually use.

FAQ

Frequently asked questions.

Everything you need to know about our GPU infrastructure and services.

We offer NVIDIA H200 (141GB HBM3e), B200 (192GB HBM3e) and B300 (288GB HBM3e) GPUs — in single-GPU configurations and multi-GPU nodes up to 8 GPUs. All GPUs run on bare-metal servers with full root access.

Single-GPU rentals are typically available within 60 minutes from in-stock capacity. 8-GPU nodes are provisioned within 24 hours. Multi-node clusters take 1–3 business days for assembly, fabric cabling and validation.

AI Weave Holding operates data centres worldwide, ensuring low latency and high availability for your AI workloads. This provides global coverage with regional data residency options.

We use NVIDIA NVLink and Quantum-2 InfiniBand networking to enable high-speed, low-latency GPU clustering, supporting frameworks like Horovod and NCCL for seamless distributed training.

We support TensorFlow, PyTorch, Keras, Caffe, MXNet, and ONNX, with a highly customizable environment using pip and conda.

Our pricing includes on-demand, reserved, and spot instances, with automatic scaling options to optimize costs and performance. Contact sales for a custom quote.

Yes. We support SOC 2 and HIPAA compliant workloads, with zero data retention available for eligible deployments. Data Processing Agreements (DPA), NDAs and audit documentation are signed before any workload goes live.

Ready to deploy AI infrastructure?

Tell us about your workload — model size, framework, throughput and timeline. We will send a recommended configuration and quote within one business day.